Triple

T20761238

Position	Surface form	Disambiguated ID	Type / Status
Subject	Transformers video games	`E510980`	entity
Predicate	includes	`P1393`	FINISHED
Object	Transformers: Prime – The Game Transformers: Prime – The Game is an action-adventure video game adaptation of the Transformers: Prime animated TV series, featuring story-driven robot combat and transformation-based gameplay.	`E1450582`	NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini

Instruction

Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).

Input

Phrase: Transformers: Prime – The Game | Statement: [Transformers video games, includes, Transformers: Prime – The Game]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Transformers: Prime – The Game
Context triple: [Transformers video games, includes, Transformers: Prime – The Game]

A. Transformers: The Game
Transformers: The Game is an action video game adaptation of the 2007 live-action Transformers film, allowing players to control Autobots and Decepticons in destructible open environments.
B. Transformers: Prime
Transformers: Prime is an animated television series in the Transformers franchise that follows the ongoing battle between the Autobots and Decepticons on Earth, known for its darker tone, CGI animation, and character-driven storytelling.
C. The Transformers: Infiltration
The Transformers: Infiltration is an IDW Publishing comic miniseries that reimagines the early stages of the Autobot–Decepticon conflict on Earth in a modern, more grounded setting.
D. Transformers: Drift
Transformers: Drift is a comic book miniseries centered on the Autobot swordsman Drift, exploring his past as a Decepticon and his path to redemption within the Transformers universe.
E. Transformers: Lost Light
Transformers: Lost Light is an IDW Publishing comic series that continues the story of the fan-favorite Transformers: More Than Meets the Eye, following Rodimus and his crew on a spacefaring quest filled with character-driven drama and cosmic adventure.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: Transformers: Prime – The Game
Triple: [Transformers video games, includes, Transformers: Prime – The Game]

Generated description

Transformers: Prime – The Game is an action-adventure video game adaptation of the Transformers: Prime animated TV series, featuring story-driven robot combat and transformation-based gameplay.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Transformers: Prime – The Game
Target entity description: Transformers: Prime – The Game is an action-adventure video game adaptation of the Transformers: Prime animated TV series, featuring story-driven robot combat and transformation-based gameplay.

A. Transformers: The Game
Transformers: The Game is an action video game adaptation of the 2007 live-action Transformers film, allowing players to control Autobots and Decepticons in destructible open environments.
B. Transformers: Prime
Transformers: Prime is an animated television series in the Transformers franchise that follows the ongoing battle between the Autobots and Decepticons on Earth, known for its darker tone, CGI animation, and character-driven storytelling.
C. The Transformers: Infiltration
The Transformers: Infiltration is an IDW Publishing comic miniseries that reimagines the early stages of the Autobot–Decepticon conflict on Earth in a modern, more grounded setting.
D. Transformers: Drift
Transformers: Drift is a comic book miniseries centered on the Autobot swordsman Drift, exploring his past as a Decepticon and his path to redemption within the Transformers universe.
E. Transformers: Lost Light
Transformers: Lost Light is an IDW Publishing comic series that continues the story of the fan-favorite Transformers: More Than Meets the Eye, following Rodimus and his crew on a spacefaring quest filled with character-driven drama and cosmic adventure.
F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step	Stage	Batch ID	Status	When
creating	Elicitation	`batch_69e0b4c909ec8190b05987f1639513f6`	completed	April 16, 2026, 10:07 a.m.
NER	Named-entity recognition	`batch_69e6c2493a188190a336a35ea134e5f7`	completed	April 21, 2026, 12:18 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a08f8af97d88190bf25ef71339d05da`	completed	May 16, 2026, 11:07 p.m.
NEDg	Description generation	`batch_6a08f94896188190ab49ba3d766eba6c`	completed	May 16, 2026, 11:10 p.m.
NED2	Entity disambiguation (via description)	`batch_6a08f99e6c508190903a6f3669e305a1`	completed	May 16, 2026, 11:11 p.m.

Created at: April 16, 2026, 12:35 p.m.